Stramaglia, Sebastiano
- Information-Theoretic Progress Measures reveal Grokking is an Emergent Phase Transition
2024/08/16 by Kenzo Clauw, Clauw, Kenzo, Sebastiano Stramaglia +3 · 1 voice · 3 citations
Computer Science · Physics and Astronomy · #Scientific Research and Discoveries #cs.IT #cs.LG
- Gradients of O-information: low-order descriptors of high-order dependencies
2022/07/01 by Scagliarini, Tomas, Nuzzi, Davide, Antonacci, Yuri +4 · 3 citations
#Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Information Theory (cs.IT) #Statistics and Probability (physics.data-an)
- A novel brain partition highlights the modular skeleton shared by structure and function
2014/10/29 by Diez, Ibai, Bonifazi, Paolo, Escudero, Iñaki +4 · 1 citation
#FOS: Biological sciences #Neurons and Cognition (q-bio.NC) #Quantitative Methods (q-bio.QM)
- Quantifying dynamical high-order interdependencies from the\n O-information: an application to neural spiking dynamics
2020/07/31 by Sebastiano Stramaglia, Tomas Scagliarini, Stramaglia, Sebastiano +5 · 1 citation
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #Neural Networks and Applications #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- Network Representation of Higher-Order Interactions Based on Information Dynamics
2024/08/28 by Gorana Mijatović, Mijatovic, Gorana, Yuri Antonacci +9 · 2 citations
Computer Science · #FOS: Computer and information sciences #Methodology (stat.ME) #Neural Networks and Applications
- Higher-order mutual information reveals synergistic sub-networks for multi-neuron importance
2022/11/01 by Kenzo Clauw, Clauw, Kenzo, Sebastiano Stramaglia +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #FOS: Biological sciences #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Neural Networks and Applications #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- Partial Information Rate Decomposition
2025/02/06 by Luca Faes, Laura Sparacino, Faes, Luca +12 · 1 voice · 1 citation
Engineering · Mathematics · #FOS: Computer and information sciences #Fault Detection and Control Systems #Methodology (stat.ME) #stat.ME